Multi-sensor data fusion based on similitude degree

Deyun Xiao · Kongzhi yu juece · 2004

The similitude degree and similitude degree matrix are defined by using the normal difference of status estimate vectors (or measures). The consistency measure is given using spacial information and the reliability measure is given using temporal information. Then the sensor combination and fusion weights are proposed and the space-time fusion is made. The fusion can be made on both the data level and the decision level. The simulation results show the congeniality of data fusion based on similitude degree.

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